title: “Beatles Commands” output: html_notebook editor_options: chunk_output_type: inline

dtm ## <<DocumentTermMatrix (documents: 187, terms: 1719)>> ## Non-/sparse entries: 7000/314453 ## Sparsity : 98% ## Maximal term length: 17 ## Weighting : term frequency (tf)

dtm1 <-removeSparseTerms(dtm,0.99)

dtm1 ##<<DocumentTermMatrix (documents: 187, terms: 776)>> ## Non-/sparse entries: 6057/139055 ## Sparsity : 96% ## Maximal term length: 16 ## Weighting : term frequency (tf)

dtm2 <-removeSparseTerms(dtm,0.98)

dtm2 ##<<DocumentTermMatrix (documents: 187, terms: 412)>> ## Non-/sparse entries: 5225/71819 ## Sparsity : 93% ## Maximal term length: 10 ## Weighting : term frequency (tf)

dtm3 <-removeSparseTerms(dtm,0.97)

dtm3 ##<<DocumentTermMatrix (documents: 187, terms: 274)>> ## Non-/sparse entries: 4621/46617 ## Sparsity : 91% ## Maximal term length: 10 ## Weighting : term frequency (tf)

dtm4 <-removeSparseTerms(dtm,0.96)

dtm4 ##<<DocumentTermMatrix (documents: 187, terms: 219)>> ## Non-/sparse entries: 4267/36686 ## Sparsity : 90% ## Maximal term length: 10 ## Weighting :term frequency (tf)

dtmbeatles <- removeSparseTerms(dtm,0.9)

setwd("/Users/aleynakay/Downloads/PSYC 5710/Beatles_Assignment")
lyrics_beatles <- read.csv("~/Downloads/PSYC 5710/Beatles_Assignment/lyrics_beatles.csv")
View(lyrics_beatles)
#install.packages("tm")
#install.packages("SnowballC")
library(tm)
## Loading required package: NLP
library(SnowballC)
beatles <- read.csv("lyrics_beatles.csv", header = TRUE, stringsAsFactors = FALSE)
beatles[17,4]
## [1] 1963
corpus <- Corpus(VectorSource(beatles[,3]))
corpus
## <<SimpleCorpus>>
## Metadata:  corpus specific: 1, document level (indexed): 0
## Content:  documents: 187
corpus <- tm_map (corpus, tolower)
## Warning in tm_map.SimpleCorpus(corpus, tolower): transformation drops documents
corpus <- tm_map(corpus, removePunctuation)
## Warning in tm_map.SimpleCorpus(corpus, removePunctuation): transformation drops
## documents
corpus <- tm_map(corpus, removeNumbers)
## Warning in tm_map.SimpleCorpus(corpus, removeNumbers): transformation drops
## documents
corpus <- tm_map(corpus, removeWords, stopwords("english"))
## Warning in tm_map.SimpleCorpus(corpus, removeWords, stopwords("english")):
## transformation drops documents
corpus <- tm_map(corpus, stemDocument)
## Warning in tm_map.SimpleCorpus(corpus, stemDocument): transformation drops
## documents
dtm <- DocumentTermMatrix(corpus)
dtmbeatles <- removeSparseTerms(dtm,0.9)
dtmbeatles
## <<DocumentTermMatrix (documents: 187, terms: 72)>>
## Non-/sparse entries: 2515/10949
## Sparsity           : 81%
## Maximal term length: 7
## Weighting          : term frequency (tf)

dtmbeatles ## <<DocumentTermMatrix (documents: 187, terms: 72)>> ## Non-/sparse entries: 2515/10949 ## Sparsity : 81% ## Maximal term length: 7 ## Weighting : term frequency (tf)

dfbeatles <-data.frame(as.matrix(dtmbeatles),stringsAsFactors = FALSE) 
dfbeatles 
##     heart ill just know long look love never night now ooh see way well alway
## 1       2   2    1    1    3    2    3     2     2   2   1   1   2    4     0
## 2       0   2    0    0    0    0    0     1     0   1   3   4   0    0     1
## 3       2   0    2    1    0    0    7     0     0   4   0   0   0    0     0
## 4       0   0    0    0    0    0    6     0     0   0   0   3   0    1     0
## 5       0   0    0    3    0    0    0     0     0   5   1   0   0    7     0
## 6       0   3    0    4    0    0    6     6     0   1   0   0   0    0     3
## 7       2   0    0    3    0    0    2     2     2   0   0   0   1    0     2
## 8       0   4    0    4    0    0   24     0     0   0   0   0   0    0     4
## 9       0   5    0    1    0    0   17     0     0   0   0   0   0    0     3
## 10      1   0    0    2    0    0    2     3     1   0   0   0   4    0     0
## 11      0   0    1    6    3    0    4     2     0   0   0   0   0    0     0
## 12      1   2    0    0    0    0    0     0     0   0   0   0   0    0     0
## 13      0   0    0    2    0    0    1     0     0   0   0   0   0    0     0
## 14      0   2    0    4   12    0    0     0     2   3   0   0   0    1     0
## 15      0   3    5    0    1    0    0     0     0   0   0   0   0    0     0
## 16      0  15    0    0    0    0   10     0     0   0   1   0   0    0     2
## 17      0   4    3    6    0    0    0     2     1   2   0   1   0    0     2
## 18      0   0    1    0    0    0    0     0     0   0   0   0   0    1     0
## 19      0   0    0    0    0    0    2     8     0   0   0   0   0    0     0
## 20      0   0    2    0    6    4    0     0     0   0   0   6   0    0     0
## 21      0   0    0    2    0    0    4     2     0   5   0   0   0    0     0
## 22      0   0    0    0    0    0    6     0     0   0   0   0   0    0     0
## 23      0   0    0    2    0    0    0     0     0   2   0   4   0    0     0
## 24      0   0    1    5    0    0    0     0     6   0   0   0   0    0     0
## 25      0   0    0    0    0    0   11     2     0   0   0   4   0    0     0
## 26      1   0    1    0    0    0   12     0     0   0   0   2   0    0     0
## 27      0   3    9    0    0    0    4     0     1   0   0   2   0    0     0
## 28      0   0    0    2    1    0   10     3     0   0   0   0   0    0     0
## 29      0   1    0    0    0    0    1     0     0   0   0   0   0    2     0
## 30      0   6    2    0    0    0   15     0     0   0   0   0   0    0     0
## 31      0   8    2    0    0    1    1     0     0   0   0   0   0    0     0
## 32      2   4    1    0    0    0    2     0     0   1   0   1   1    0     0
## 33      0   0    2    1    0    0   12     0     0   0   0   0   0    2     0
## 34      0   1    0    0    0    0    2     0     0   0   0   1   2    0     0
## 35      0   3    0    0    0    0    2     0     0   0   0   0   2    1     0
## 36      4   4    0    2    0    0    1     0     0   0   0   0   0    0     0
## 37      0   1    0    3    0    1    1     0     0   0   0   1   0    0     0
## 38      0   0    0    0    0    0    2     1     0   0   0   0   0    0     0
## 39      0   0    0    0    2    0    0     2     0   0   0   2   0    0     0
## 40      0   0    2    0    0    0    1     0     0   0   0   0   5    0     0
## 41      0   5    0    3    0    1    2     0     0   2   0   1   0    0     0
## 42      0   3    0    0    0    0    5     0     4   1   0   0   3    0     0
## 43      0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 44      0   0    2    2    0    0   22     0     0   0   2   0   0    0     2
## 45      0   0    0    0    1    0    5     0     0   0   0   0   0    0     0
## 46      0   0    0    2    0    1    3     0     1   1   0   0   1    9     0
## 47      0   0    1    7    0    0    4     1     0   2   0   0   0    0     0
## 48      0   6    0    2    2    2    4     0     0   0   0   0   0    0     0
## 49      0   0    0    0    0    1    2     0     0   0   0   0   0    0     0
## 50      0   0    0    0    0    0    0     0     3   5   0   0   0    2     0
## 51      0   0    2    3    0    0    0     4     0  12   1   0   3    0     0
## 52      0   0    0    0    0    0    2     0    18   2   0   0   0    0     0
## 53      0   0    0    0    0    0    5     1     0   0   0   2   1    0     0
## 54      0   0    4    1    0    1    1     3     0   0   0   2   0    0     0
## 55      0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 56      0   2    0    0    0    0    0     0     0   0   0   0   2    0     0
## 57      0   0    0    2    0    0    0     2     0   0   0   0   0    0     0
## 58      0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 59      0   0    2    0    0    0    8     0     1   0   0   1   2    0     0
## 60      0   0    1    2    0    0    0     2     0   0   0   0   0    0     0
## 61      1   1    0    0    0    1    0     1     0   8   0  12   0    0     0
## 62      0   1    6    0    0    1    0     3     0   0   0   2   1    0     0
## 63      0   0    0    2    2    1    2     0     0   5   0   0   0    0     0
## 64      0   0    2    0    0    2    1     0     0   0   0   0   1    0     0
## 65      1   0    0    0    0    0    4     0     0   0   0   1   0    0     0
## 66      0   0    0    0    0    1    0     0     0   0   0   0   0    0     0
## 67      0   0    2    1    2    0    0     0     0   0   0  16   0    0     0
## 68      0   0    1    4    0    0    0     0     0   0   0   3   0    0     0
## 69      0   0    1    1    0    1    0     0     0   0   0   1   0    0     0
## 70      0   0    1    1    0    0   12     0     0   2   0   0   1    0     0
## 71      0   1    0    4    0    0    4     0     0   1   0   1   1    1     0
## 72      5   0    1    0    0    0    0     0     0   1   0   1   0    0     0
## 73      0   0    0    1    0    1    0     0     0   0   3   0   0    0     0
## 74      0   0    0    2    0   10    2     0     0   0   0   0   1    0     0
## 75      0   5    0    4    0    0    5     2     0   0   0   0   0    0     0
## 76      4   2    0    4    3    0    0     0     0   6   0   0   0    4     0
## 77      0   0    0    0    0    0    3     0     0   2   0   2   0    0     0
## 78      0   0    1    3    0    0    0     0     0   0   0   3   0    2     0
## 79      0   4    0    0    0    0    0     0     0   1   0   0   0    0     0
## 80      0   0    0    0    0    7    0     0     1   0   0   0   0    0     0
## 81      0   0    0    0    0    0    0     0     0   0   1   0   0    0     0
## 82      0   1    1    0    2    0    6     0     0   0   0   1   0    0     0
## 83      0   0    0    5    0    0    7     4     0   0   0   0   0    0     2
## 84      0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 85      0   0    0   11    0    0    0     4     0   0   0   0   0    0     0
## 86      0   0    0    2    0    1    3     0     0   0   0   0   1    0     0
## 87      0   4    0    0    0    1    0     0     0   0   0   2   0    0     0
## 88      0   0    0    0    1    0    7     0     0   1   0   3   0    0     0
## 89      0   0    1    0    0    0    0     0     1   0   0   1   0   12     0
## 90      0   1    0    2    0    0    0     0     0   0   0   0   0    1     0
## 91      0   1    1    3    0    0    0     1     0   0   6   5   1    1     0
## 92      0   0    0    2    0    0    2     0     0   0   0   1   0    0     0
## 93      5   0    0    1    0    0    2     0     0   0   0   0   0    0     0
## 94      0   2    1    1    0    0    6     0     0   0   0   1   0    0     0
## 95      0   0    0    0    0    2    0     0     0   0   0   0   0    0     0
## 96      0   0    0    0    0    0    1     0     0   0   1   0   0    0     0
## 97      0   0    0    0    0    0    0     2     0   0   6   1   1    0     0
## 98      0   0    0    1    0    0    0     2     0   0   0   0   0    0     1
## 99      0   0    0    0    0    0    0     0     0   0   0   0   1    0     0
## 100     0   0    0    1    0    0    4     1     0   0   0   3   0    0     0
## 101     0   0    0    0    0    0    0     0     0   1   0   0   0    0     0
## 102     1   0    0    0    0    2   13     0     0   0   0   1   0    0     0
## 103     0   0    0    2    0    0    0     0     0   2   0   2   0    0     0
## 104     5   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 105     0   0    3    1    0    2    2     0     0   1   0   0   2    1     0
## 106     0   0    0    0    0    0    0     0     0   0   0   0   1    0     0
## 107     0   0    1    2    0    0    0     4     0   0   0   9   1    1     0
## 108     0   0    0    1   24    0    0     0     0   2   0   0   2    2     0
## 109     1   0    0   19    8    0    0     0     0   0   0   0   0    0     0
## 110     0   0    0    0    1    0    0     0     0   0   6   6   0    0     0
## 111     0   0    0   10    0    0    0     0     0   0   0   0   0    0     0
## 112     0   0    0    4    0    0    0     0     0   0   0   1   0    0     1
## 113     0   0    0    0    0    0    0     1     0   0   0   1   0    0     0
## 114     0   0    0    2    0    0    0     0     0   2   0   2   1    0     0
## 115     0   0    0    1    0    0   75     0     0   1   0   1   0    0     0
## 116     0   0    0    4    1    0    0     0     1   0   0   0   2    2     2
## 117     0   0    0    0    0    3    0     0     0   0   0   4   0    0     0
## 118     0   0    0    2    0    5    0     0     0   0   0   1   0    3     0
## 119     0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 120     0   0    0    0    0    0    1     0     0   0   0   0   0    0     0
## 121     0   0    0    0    0    2    0     0     0   0   0   0   0    0     1
## 122     0   0    0    4    0    6    5     0     0   0   1   3   0    1     0
## 123     0   0    0    2    0    0    0     0     0   0   0   0   0    2     0
## 124     0   0    0    0    0    3    2     0     0   0   0   2   0    0     1
## 125     0   1    0    8    0    0    0     0     0   0   0   0   0    0     0
## 126     0   0    0    0    0    0    0     0     5   0   0   1   0    0     0
## 127     0   0    0    0    0    0    0     0     0   0   0   1   0    0     2
## 128     0   2    0    0    0    0    0     0     0   4   0   0   0    0     0
## 129     0   0    1    4    0    0    4     2     0   0   0   4   0    0     0
## 130     0   0    0    0    0    0    0     0     0   0   1   0   0    0     0
## 131     1   0    0    3    1    0    6     1     0   0   0   0   0    0     1
## 132     1   0    1    0    0    0    5     0     0   0   0   0   0    0     0
## 133     0   0    0    0    0    0    0     0     0   0   0   0   0    1     0
## 134     0   0    1    6    0    0    0     0     0   0   5   0   0    0     0
## 135     0   0    0    0    1    0    0     0     0   0   3   1   0    0     0
## 136     0   0    0    0    0    0    0     0     0   0   1   0   0    0     0
## 137     0   0    4    2    0    0    0     0     0   0   1   2   0    0     0
## 138     0   0    0    0    0    4    1     0     0   1   3   2   0    2     0
## 139     0   0    0    1    6    0    4     0     0   2   1   1   0    0     0
## 140     0   0    0   16    0    0    2     0     0   0   0   1   0    6     0
## 141     0   0    0    0    0    0    2     0     0   2   0   0   1    0     0
## 142     2   0    0    5    0    0    0     0     0   2   0   0   0    0     0
## 143     0   0    0    7    0    0    0     0     0   0   0   0   0    0     1
## 144     0   0    0    7    0    0    0     0     0   0   0   0   0    0     1
## 145     0   2    0    0    0    0    0     0    10   4   0   0   0    0     0
## 146     0   0    2    0    0    0    0     0     1   0   0   0   0    0     0
## 147     0   0    0    0    0    2    3     0     0  50   0   0   0    0     0
## 148     0   0    0    3    0    0    0     0     0   0   0   0   0    0     0
## 149     0   0    0    2    2    1    5     0     0   0   0   2   0    0     0
## 150     0   0    0    1    0    0   75     0     0   1   0   1   0    0     0
## 151     0   0    1    2    0    1    0     0     0   3   0   1   0    0     0
## 152     0   0    0    9    0    0    1     0     0   4   0   0   3    0     0
## 153     0   0    0    0    0    0    0     0     1   0   0   0   0    0     0
## 154     0   7    0    4    0    0    0     7     0   0   3   0   0    4     0
## 155     0   0    0    3    0    0    0     0     0   0   0   1   0    0     0
## 156     0   0    0    2    0    0    0     0     0   0   0   0   0    0     0
## 157     0   0    0    0    1    0    0     0     0   0   0   0   0    0     0
## 158     0   0    0    0    0    0    4     0     0   0   0   0   0    0     0
## 159     0   0    0    0    0    0    0     2     0   0   0   1   0    1     0
## 160     0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 161     0   0    0    0    0    1    0     1     0   0   0   0   0    0     1
## 162     0   0    0    0    0    1    0     0     0   0   0   3   0    2     0
## 163     0   0    0    0    0    1    0     0     0   2   0   2   0    1     1
## 164     0   0    0    0    0    0    0     0     0   0   0   0   4    0     0
## 165     0   0    0    0    4    0    0     1     0   0   0   0   0    0     0
## 166     0   0    0    0    0    0    2     0     0   0   0   0   0    0     0
## 167     0   0    0    0    0    0    0     0     0   1   0   0   0    0     0
## 168     0   0    0    0    0    0    0     0     0   0   0   0  12    0     0
## 169     0   0    3    2    0    0    0     0     0   3   1   2   0    7     0
## 170     0   0    0    0    0    0    1     0     0   0   0   0   1    0     0
## 171     0   0    0    0    0    0    0     0     1   1   0   0   0    0     0
## 172     0   0    0    0    0    0    0     0     0   1   0   0   0    0     0
## 173     0   0    0    0    0    0    0     0     1   0   0   1   0    0     0
## 174     0   0    0    0    0    0    0     1     0   0   0   0   0    0     0
## 175     0   0    0    1    0    2    0     0     0   0   0   0   0    0     0
## 176     0   0    0    0    0    0    0     0     0   0   0   0   0    2     0
## 177     0   0    0    2    7    0    0     2     1   0   0   0   3    0     1
## 178     0   0    0    0    0    1   10     0     0   1   0   0   0    0     0
## 179     0   0    0    0    0    0    0     0     0   0   0   0   0    0     0
## 180     0   4    0    4    0    0   24     0     0   0   0   0   0    0     4
## 181     1   5    5    0    4    0    5     0     0   0   0   0   0    0     0
## 182     0   2    0    1    0    0    6     0     0   0   0   0   2    0     2
## 183     0   0    0   12    0    0   18     0     0   1   2   0   0    1     0
## 184     0   9    0    2    0    0    4     4     1   0   0   0   0    2     0
## 185     0   1    0    0    0    0    2     0     0   0   0   0   0    0     0
## 186     0   0    1    0    0    0    2     0     0   0   0   0   0    0     1
## 187     0   0    2    4    0    0    0     3     6   0   0   0   0    0     0
##     back can cant cri ive one thing will world come girl leav let like say tell
## 1      0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 2      2   2    1   1   1   4     2    2     2    0    0    0   0    0   0    0
## 3      2   1    0   0   4   2     2    3     0    1   10    2   1    2   1    1
## 4      0   3    3   0   0   0     0    0     0    0    0    0   1    2   0    2
## 5      0   0    0   0   0   0     0    0     1    0    3    0   0    0   5    0
## 6      0   0    4   2   1   0     2    0     0    0    0    0   0    0   3    2
## 7      0   0    0   0   0   0     0    0     0    0    4    0   0    5   1    0
## 8      0   0    0   0   0   0     0    0     0    0    0    0   0    1   0    0
## 9      0   0    0   0   0   0     0    0     0    2    0    0   0    0   0    0
## 10     0   3    1   1   0   0     0    0     0    0    0    1   0    0   5    0
## 11     0   0    0   0   1   0     0    0     0    0    0    0   3    0   3    3
## 12     3   0    0   0   0   0     0    4     0    3    0    0   0    0   0    0
## 13     0   2    0   0   0   0     2    0     0    0    0    0   0    1   0    0
## 14     0   0    0   1   1   0     0    0     0    9    0    1   0    2   0    0
## 15     0   0    0   0   0   0     0    2     0    2    0    0   0    0   0    0
## 16     0   0    0   0   0   0     0    4     0    1    0    0   0    0   0    0
## 17     2   0    1   0   2   1     0    0     0    6    2    4   2    0   0    0
## 18     0   0    0   0   0   1     0    0     0    8    0    0   0    0   0    0
## 19     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    2
## 20     0   0    0   0   0   1     0    0     0    0    2    1   0    0   1    0
## 21     0   0    0   0   0   4     0    0     0    0    0    0   2    0   0    2
## 22     0   4    0   0   0   0     0    0     0    0    0    0   1    8   0    2
## 23     2   0    0   6   0   0     0    0     0    0    0    0   0    0   0    0
## 24     0   0    0   0   3   0     4    3     0    0    0    0   0    6   1    0
## 25     0   0    4   0   0   0     1    0     0    0    1    0   0    1   4    2
## 26     0   0    0   2   1   0     0    2     0    0    0    0   0    1   0    0
## 27     0   0    2   0   1   0     0    0     3    0    0    0   2    0   0    0
## 28     0   0    0   0   0   0     0    2     0    0    0    0   0    1   0    0
## 29     1   1    2   8   1   0     0    0     0    0    0    0   0    0   0    9
## 30     0   0   14   0   2   0     2    0     0    0    0    0   0    0   3    4
## 31     0   0    0   1   0   0     0    1     0    1    0    0   0    0   0    0
## 32     2   2    3   6   3   0     0    0     2    2    3    0   0    0   0    0
## 33     0   0    0   0   0   2     4    6     0    0    6    0   0    0   7    0
## 34     0   0    0   0   9   0     7    0     0    4    1    0   1    0   1    5
## 35     0   0   11   0   4   3     0    0     0    0    0    7  10    0   1    1
## 36     3   0    0   0   0   2     2    2     0    0    0    2   0    0   0    0
## 37     0   0    0   0   1   0     0    0     0    0    0    0   0    0   0    0
## 38     0   0    0   1   0   1     0    0     0    1    1    0   0    2   0    1
## 39     2  10    0   0   0   0     0    2     0    2    0    0   0    0   0    5
## 40     5   1    5   0   1   1     0    0     0    0    0    0   1    2   0    0
## 41     0   0    0   0   1   4     0    1     0    2    0    0   0    0   0    0
## 42     0   0    0   0   0   1     0    0     1    5    1    0   0    0   0    0
## 43     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 44     0   2    0   0   0   2     2    0     0    0    5    0   0    2   2    0
## 45     0   0    0   0   0   0     0    0     0    0    0    0   1    0   1    2
## 46     0   0    0   0   0   2     0    5     0    1    0    0   1    1   6    1
## 47     0   0    1   0   0   1     9    2     0    0    0    0   0    0   0    1
## 48     0   0    0   0   4   0     0    2     0    0    0    0   2    0   0    0
## 49     0   0    0   2   2   0     0    0     0    0    2    0   0    0   0    0
## 50     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 51     3   3    0   0   5   0     0    0     0    0    0    0   0    1   0    0
## 52     0   0    0   2   0   0     2    2     0    0    0    0   0    6   0    2
## 53     0   3    1   0   0   0     0    1     0    0    0    0   1    0   3    0
## 54     3   1    2   0   0   0     1    0     0    3    0    1   0    2   0    1
## 55     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 56     0   2    0   0   0   1     0    5     0    0   11    0   0    0   0    0
## 57     0   0    0   0   0   0     0    0     0    0    2    0   0    0   2    0
## 58     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 59     0   0    0   0   0   0     0    0     0    0    1    0   0    0   0    0
## 60     3   0    0   0   0   0     0    2     0    0    0    7   2   12   0    1
## 61     0   2    2   0   0   2     0    3     0    0    0    0   1    0   0    6
## 62     6   0    2   0   3   0     1    0     2    0    3    0   0    2   0    0
## 63     0   0    0   0   0   0     0    0     0    0    0    0   0    0   2    0
## 64     0   0    0   0   0   0     0    0     0    3    5    0   0    0   1    2
## 65     0  11    1   0   1   0     0    0     0    0    3    0   0    0   1    0
## 66     0   0    0   0   0   0     0    0     0    0    1    0   0    0   1    0
## 67     0   0    4   0   0   0     0    1     0    0    2    0   0    2   1    0
## 68     0   2    0   0   0   0     0    0     2    0    0    1   0    2   0    0
## 69     0   1    1   0   1   0     3    0     0    0    0    0   0    0   1    1
## 70     0   0    0   0   1   0     0    0     0    0    0    0   0    3  11    0
## 71     0   0    0   0   0   0     0    3     0    0    0    0   0    0   3    1
## 72     0   1    0   0   0   1     0    0     0    0    2    0   0    2   0    3
## 73     1   0    0   1   0   0     0    2     0    0   15    1   0    0   1    0
## 74     0   0    0   0   1   0     0    0     0    0    0    0   0    0   0    2
## 75     0   1    0   0   1   1     2    0     0    0    0    0   0    0   0    0
## 76     7   2    0   4   8   0     0    2     0    7    0    0   0    0   0    0
## 77     0   0    0   0   0   1     0    2     0    2    0    0   0    2   0    0
## 78     0   4    1   0   1   0     0    0     0    0   16    0   1    0   0    0
## 79     0   0    0   0   0   2     0    1     0    0    0    0   1    0   0    1
## 80     0   0    0   0   0   3     0    1     0    4    0    0   0    0   0    0
## 81     0   0    0   0   0   0     0    0     2    0    0    2   0    0   0    0
## 82     0   1    1   0   0   1     0    0     0    0    0    0   0    0   0    0
## 83     0   2    0   0   0   2     0    1     0    0    0    0   0    0   0    0
## 84     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 85     0   0    0   0   4   0     2    0     0    0    0    2   0    7   0    0
## 86     0   1    0   0   1   0     0    0     0    0    0    0   0    0   0    0
## 87     0   2    4   0   0   0     0    1     0    0    0    0   0    0   1    2
## 88     0   0    0   3   0   3     1    2     0    0    0    0   0    0   1    0
## 89     0   3    0   0   0   1     0    0     0    0    0    0   0    1   0    0
## 90     0   0    0   0   4   0     2    0     0    0    0    0   0    0   1    4
## 91     0   2    0   0   0   0     0    0     0    0    0    1   0    0   1    3
## 92     0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 93     1   0    0   0   0   1     0    1     0    0    0    0   2    2   0    0
## 94     0   0    1   0   0   0     0    0     0    0    0    0   0    0   0    1
## 95     1   0    0   0   0   0     0    0     0    0    3    0   0    0   0    0
## 96     0   2    5   0   2   0     1    0     0    0    0    0   0    0   0    0
## 97     0   0    0   0   0   0     1    6     0    0    0    0   0    0   0    0
## 98     0   0    1   1   0   1     1    0     0    0    0    6   0    0   1    0
## 99     0   0    0   0   0   0     0    6     1    0    0    0   0    0   0    0
## 100    0   1    1   0   0   3     0    1     2    1    0    0   0    0   0    0
## 101    0   2    0   0   0   0     0    7     0    0    0    0   0    0   2    0
## 102    0   1    0   0   0   0     0    0     0    1    0    1   0    2   0    0
## 103    0   0    0   0   3   0     0    0     0    0    0    0   0    1   4    0
## 104    0   0    0   0   0   1     0    0     0    0    0    0   0    1   0    0
## 105    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 106    0   0    0   0   0   0     0    0     0    2    0    0   0    0   0    0
## 107    0   2    0   0   0   0     0    0     4    0    0    0   0    2   0    1
## 108    0   0    0   0   0   0     0    1     0    0    0    0   0    1   0    0
## 109    0   0    0   0   0   0     0    0     0    0    0    0   2    0   0    0
## 110    0   0    0   6   0   0     0    0     0    2    1    0   2    3   0    0
## 111    0   1    0   0   0   0     0    0     0    0    0    0   0    0  40    0
## 112    0   0    1   0   0   1     0    0     0    0    0    0   4    0   0    0
## 113    4   0    0   0   0   0     0    0     0    1    0    0   0    1   1    0
## 114    0   1    0   0   0   3     2    0     0    0    0    0   0    0   0    0
## 115    0  11    4   0   0   1     0    0     0    0    0    0   0    0   1    0
## 116   14   0    0   0   0   0     0    0     0    2    4    3   2    0   0    1
## 117    0   0    0   0   0   0     0    2     0    4    0    0   3    1   0    0
## 118    1   3    0   0   0   0     0    0     0    0    0    0   0    0   0    1
## 119    1   0    0   0   0   0     0    0     0    0    1    0   2    1   2    0
## 120    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 121    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 122    0   0    0   0   0   1     0    0     1    0    0    0   0    0   0    0
## 123    0   1    0   0   0   0     0    0     0    0    1    0   0    1   0    0
## 124    0   0    0   0   0   0     0    0     0    0    5    0   0    0   0    0
## 125    0   0    4   0   4   1     0    0     0    0    0    0   0    0   2    0
## 126    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 127    1   1    0   0   0   1     0    1     0    0    0    0   0    0   0    0
## 128    1   0    0   0   0   2     0    0     0    3    1    0   0    1   0    0
## 129    0   0    0   4   0   0     0    0     0    1    0    0   0    0   0    0
## 130    0   0    0   0   0   3     0    3     0    0    0    0   0    0   0    0
## 131    0   1    0   0   1   0     1    6     0    0    0    0   0    0   0    0
## 132    0   1    0   0   0   0     0    0     0    0    0    0   0    0   2    0
## 133    0   0    0   0   0   0     0    0     0    3    0    0   0    4   4    0
## 134    0   0    0   0   0   0     0    0     0    0    5    0   0    1   0    0
## 135    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 136    0   0    0   0   0   0     0    0     0   37    0    0   6    0   0    0
## 137    0   0    0   0   0   1     0    0     3    0    0    0   0    0   0    0
## 138    2   0    0   0   0   0     0    1     0    7    0    0   2    0   0   10
## 139    0   2    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 140    0   3    0   0   0   0     0    0     2    0    0    0   0    0   3    3
## 141    3   0    0   0   0   0     0    1     0    6    1    0   0    3   1    0
## 142    0   1    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 143    0   0    0  28   0   0     0    0     0    0    0    0   0    0   0    0
## 144    0   0    0  28   0   0     0    0     0    0    0    0   0    0   0    0
## 145    0   0    0   0   0   0     0    0     0    0    0    0   0    0   1    0
## 146    0   0    0   0   0   1     0    0     0    0    0    0   0    2   1    0
## 147    0   3    0   0   0   1     0    0     0    0    0    0   0    0   0    0
## 148    0   8    0   0   1   1     0    0     0    0    0    0   0    1   1    0
## 149    0   0    0   0   0   0     0    0     1    0    0    0   0    1   0    0
## 150    0  11    4   0   0   1     0    0     0    0    0    0   0    0   1    0
## 151    0   2    0   0   0   7     1    0     0   18    0    0   0    0   2    1
## 152    0   0    0   0   0   0     1    1     0    0    0    3   0    1   0    0
## 153    2   1    0   0   0   1     0    0     0    2    0    1   0    0   1    2
## 154    0   0    0   2   0   0     0    0     0    0    0    3   1    0   0    3
## 155    0   0    1   0   0   1     0    0     0    1    1    0   1    4   0    1
## 156    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 157    0   0    0   0   0   0     0    0     0   15    0    0   0    3   4    0
## 158    0   0    0   1   0   0     0    0     2    0    0    0   0    0   0    0
## 159    1   0    0   0   0  10     0    0     0    0    0    0   0    0   0    0
## 160    0   0    0   0   0   0     0    0     0    3    0    0   0    0   0    0
## 161    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 162    0   0    0   0   0   0     0    0     1    0    1    0   0    1   1    0
## 163    0   0    0   0   0   0     0    0     0    1    0    0   0    0   1    2
## 164    4   0    0   3   0   0     0    3     0    0    0    0   0    0   0    0
## 165    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 166    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 167    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 168    4   0    0   0   0   1     0    0     0    0    0    0   0    0   0    0
## 169    0  12    0   0   0   0     0    0     0    0    0    0   0    3   0    0
## 170    0   0    0   0   0   0     0    0    12    0    0    0   0    4   0    0
## 171    0   2    0   0   0   0     0    0     0    1    0    1   0    0   2    0
## 172    0   1    0   0   0   0     0    0     0    1    0    0   0    5   0    0
## 173    0   0    0   0   0   0     0    6     1    2    0    0  41    0   0    0
## 174    0   0    0   0   0   0     0    0     0    0    0    0   0    0   0    0
## 175    0   0    2   0  14   0     0    0     0    1    0    1   2    1   0    0
## 176    0   0    0   0   2   9     0    0     0    4    0    0   0    0   3    0
## 177    2   0    0   2   4   0     0    1     0    0    0    2   1    0   0    0
## 178    0   0    0   0   1   0     0    0     0    0    8    0   0    0   1    0
## 179   28   1    0   0   0   0     0    0     0    1    1    0   0    1   2    0
## 180    0   0    0   0   0   0     0    0     0    0    0    0   0    1   0    0
## 181    0   3    0   0   1   0     0    0     0    0    0    0   0    1   0    0
## 182    0   0    0   0   0   0     1    0     1    0   10    0   0    0   0    1
## 183    0   1    3   0   0   0     0    0     0    0    0    0   0    4   4    0
## 184    0   1    0   0   2   0     0    3     0    0    0    0   0    2   1    1
## 185    0   0    6   0   0   0     0    0     0    0    0    0   3    0   4    1
## 186    3   0    0   1   0   0     0    0     0    0    0    0   0    0   0    0
## 187    0   2    6   0   0   0     0    0     0    0    0    0   0    0   0    0
##     want around away babi got pleas think yeah your dont get take blue make
## 1      0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 2      0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 3      1      0    0    0   0     0     0    0    0    0   0    0    0    0
## 4      0      1    2    4   6     1     1    3    1    0   0    0    0    0
## 5      0      1    0    0   0     0     0    4    0    3   2    1    0    0
## 6      2      0    0    0   0     0     3    0    2    0   0    0    2    1
## 7      0      0    0    0   0    12     0    6    0    2   0    0    1    1
## 8      0      0    0    0   0     4     0    1    0    0   0    0    0    0
## 9      1      0    0    0   0     0     0    1    0    0   0    0    0    0
## 10     2      0    0    6   0     0     0    0    0    3   0    0    0    0
## 11     3      0    0    0   0     0     0    0    0    0   0    0    0    0
## 12     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 13     0      0    0    0   0     0     1    0    0    2   0    0    2    0
## 14     0      0    0    0   0     0     0    0    8    0   0    0    0    0
## 15     3      1    0    0   0     0     0    7    0    0   0    0    0    0
## 16     0      0    3    0   0     0     0    0    0    0   0    0    0    0
## 17     1      2    3    0   2     2     0    0    0   13   2    0    0    0
## 18     1      0    0    6   0     0     0    0    3    1   0    6    0    1
## 19     0      2    0    0   0     0     0    0    0    0   0    0    0    0
## 20     0      0    1    0   0     1     0    0    0    0   0    0    0    1
## 21     0      0    0    0   0     0     0    0    0    2   0    0    0    2
## 22     0      0    0   12   0     0     0    0    0    0   0    0    0    0
## 23     0      0    0    0   0     0     0    0    4    0   0    0    0    0
## 24     0      0    0    0   0     0     0    2    1    0   6    0    0    3
## 25     0      0    0    0   1     0     0    0    4    0   0    0    0    0
## 26     0      0    0    0   0     2     0    0    0    2   0    0    0    0
## 27     2      0    0    0   0     0     3    0    0    2   0    2    0    0
## 28     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 29     0      0    0    0   0     0     0    0    0    1   0    0    0    0
## 30     2      0    0    0   2     0     0    0    0    6   1    0    0    2
## 31     0      0    1    0   0     0     0    0    1    1   0    0    0    2
## 32     2      0    2    0   2     0     0    0    0    2   4    0    0    1
## 33     0      0    1    0   0     0     1    0    0    0   0    0    0    2
## 34     0      0    0    1  11     1     0    1    0    0   6    0    0    0
## 35     0      0    0    0   1     2     2    0    2    0   0    0    0    0
## 36     3      0    1    0   1     0     0    0    0    0   0    0    0    0
## 37     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 38     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 39     0      0    0    5   0     0     5    0    0    0   0    2    5    0
## 40     0      0    0    0   6     0     0    0    0    1   0    1    0    0
## 41     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 42     0      0    0    0   0     4     1    0    1    3   0    0    0    0
## 43     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 44     0      0    0    0   4     0     0    0    0    0   0    0    0    0
## 45     0      0    0    0   0     0     0    0    1    0   0    0    0    0
## 46     0      1    0    3   1     0     0    0    0   23   0    0    0    0
## 47     0      0    0    0   0     0     1    3    0    0   0    0    0    0
## 48     2      0    0    0   0     2     2    0    0    4   0    2    0    0
## 49     0      0    0    0   3     2     0    0    9    0   0    0    1    0
## 50     0      0    0   15   2     0     0    0    0    0   0    0    0    0
## 51     0      0    0    0   0     6     0    0    0    0   3    0    0    0
## 52     0      0    0    0   0     0     2    0    0    0   0    0    0    2
## 53     0      0    4    0   4     0     0    0    0    0   0    0    0    0
## 54     2      0    0    0   0     3     0    0    0    3   0    0    0    0
## 55     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 56     0      0    2    0   0     0     0    2   12    3   0    6    0    2
## 57     0      2    2    6  12     0     8    5    0   12   2    0    0    0
## 58     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 59     0      0    0    0   0     0     0    0    0    0   1    0    0    2
## 60     0      0    1    0   1     0     0    0    0    1   0    0    0    1
## 61     0      0    1    0   0     0     0    0    0    1   4    1    0    1
## 62     2      0    0    0   0     0     0    0    0    0   0    0    0    0
## 63     0      0    3    0   0     0     0    0    0    2   0    0    0    0
## 64     3      0    0    3   0     0     0    0    2    1   0    0    0    6
## 65     1      0    1   11   2     0     0    5    0    0   0    0    0    0
## 66     0      1    0    0   0     0     0    0    0    0   0    0    0    0
## 67     2      0    1    0   0     0     0    0    0    2   1    0    0    0
## 68     1      0    0    0   0     2     0    0    2    4   0    1    0    4
## 69     4      0    0    0   2     0     6    0    6    0   0    0    0    0
## 70     0      0    0    0   1     0     4    0    0    0   0    0    0    0
## 71     4      0    0    0   0     0     1    0    0    0   1    0    0    1
## 72     0      0    0    0   0     0     2    0    0    0   0    0    0    0
## 73     1      0    0    0   0     0     1    0    0    2   0    0    0    1
## 74     0      0    0    1   0     0     1    2    6    3   0    0    0    0
## 75     0      0    0    0   0     0     3    0    0    0   0    0    0    0
## 76     0      0    5    0   0     0     0    0    0    2   0    0    0    0
## 77     0      0    0    0   0     0     1    0    1    0   2    0    0    0
## 78     0      0    0    1   0     0     0    0    0    0   0    0    0    1
## 79     2      0    0    0   0     0     0    5    1    3   1    2    0    0
## 80     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 81     0      0    2    0   0     4     2    1    0    7   0    2    0    0
## 82     1      1    0    0   1     0     0    0    0    1   1    0    0    5
## 83     2      0    0    0   0     0     1    0    0    0   0    0    0    1
## 84     0      0    0    0   0     0     0    0    0    0   0    0    2    0
## 85     0      0    0    0   0     0     0    0    5    2   0    0    0    5
## 86     0      0    0    0   1     0     0    0    0    0   0    1    0    0
## 87     1      0    0    0   1     0     0    0    0    2   2    0    0    0
## 88     1      0    0    0   0     0     1    0    0    1   0    1    0    1
## 89     0      0    0    0   0     0     0    0    5    1   0    1    0    2
## 90     3      1    1    0   4     0     0    0    1    4   1    0    0    1
## 91     3      0    0    0   3     0     0    0    0    0   3    0    0    0
## 92     0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 93     2      0    0    0   0     0     0    0    1    1   0    2    0    0
## 94     2      0    1    0   0     0     1    0    1    0   9    0    0    0
## 95     0      0    1    0   0     0     0    0    1    0   0    1    0    0
## 96     0      0    0    0   2     0     0    0    1    0  21    0    0    0
## 97     0      1    0    0   0     0     0    0    0    2   5    1    0    0
## 98     0      0    1    1   0     0     0    0    0    0   2    0    0    0
## 99     0      0    0    0   0     0     0    0    0    1   0    0    0    0
## 100    0      0    1    0   0     0     0    0    1    1   0    0    0    1
## 101    0      0    1    0   0     0     0    0    0    0   1    0    0    0
## 102    0      0    1    0   1     0     1    0    0    0   1    1    0    1
## 103    1      0    0    0   3     0     0    0    4    1   1    1    0    0
## 104    0      0    0    0   0     0     0    0    0    0   1    0    0    0
## 105    0      0    1    0   0     0     0    0    0    0   0    1    0    0
## 106    0      0    8    0   1     0     0    0    0    0   0    9    0    2
## 107    2      4    0    0   0     0     0    0    0    1   0    0    0    1
## 108    0      0    0    0   0    18     0    0    0   24   0    0    1    0
## 109    0      0    0    0   0     0     0    0    0    0   2    0    0    0
## 110    0      0    0    0   0     0     1    0    0    2   1    0    0    0
## 111    0      0    0    0   0     0     0    0    0   10   0    0    0    0
## 112    0      0    0    0   0     0     5    0    0    0   5    4    0    0
## 113    0      0    0    0   0     0     0    0    0    0   0    0    3    0
## 114    1      0    0   17   0     0     0    0   15    0   0    0    0    0
## 115    0      0    0    0   0     0     0    7    1    0   0    0    0    1
## 116    0      1    1    0   0     0     0    8    0    4   1    1    0    2
## 117    0      3    0    0   0     0     0    0    0    0   0    0    2    0
## 118    0      0    0    0   0     0     0    6    0    0   0    0    0    2
## 119    1      0    0    0   0     0     0    4    0    0   0    4    0    0
## 120    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 121    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 122    0      0    0    0   0     0     0    9    0    4   0    0    0    0
## 123    0      0    0    0   0     0     0    5    0    1   0    0    0    0
## 124    0      3    0    0   0     2     0    0    1    2   0    2    0    0
## 125    0      0    0    0   4     0     0    0    0    1   1    0    0    0
## 126    0      0    0    0   0     0     0    0    0    0   0    3    0    0
## 127    0      3    0    0   0     0     0    0    0    1   1    0    0    0
## 128    0      0    0    0   0     0     0    2    0    0   1    0    0    0
## 129    0      0    0    0   0     0     0    0    0   15   0    0    2    6
## 130    0      0    0    0   0     0     0    0    0   15   0    0    0    0
## 131    1      0    0    0   0     0     0    0    0    0   0    0    0    1
## 132    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 133    0      0    0    0   0     0     0    3    0    0   0    2    0    0
## 134    0      0    0    0   0     0     0    1    0    0   0    0    1    0
## 135    0      0    0    0   0     0     0    3    0    0   0    0    0    0
## 136    0      0    0    0   3     0     0    0    0    0   0    6    0    6
## 137    0      0    0    0   0     0     3    0    0    0   2    0    0    0
## 138    3      0    0    0   1     0     0    7    0    4   4    0    0    2
## 139    1      0    0    0   0     0     0    0    0    0   0    0    0    0
## 140    4      0    0    0   1     0     0    0    0   10   0    1    0    1
## 141    0      0    0    0   0     2     0    1    0    0   0    0    1    3
## 142    0      0    0    0   0     0     0    0    1    0   0    0    1    0
## 143    0      0    0   12   0     0     0    0    0    0   0    0    0    7
## 144    0      0    0   12   0     0     0    0    0    0   0    0    0    7
## 145    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 146    0      0    0    0   0     0     3    0    3    0   0    0    0    0
## 147    0      0    0    0   0     0     0    0    0    0   0    1    1    0
## 148    0      0    0    0   3     0     2    3    3    1   0    0    0    1
## 149    0      4    0    0   0     0     0    0    1    0   2    6    2    3
## 150    0      0    0    0   0     0     0    7    1    0   0    0    0    1
## 151    0      0    0    0  12     1     0    8    0    0   0    0    0    0
## 152    3      1    0    0   0     0     1    0    1    8   0    0    0    0
## 153    0      0    1    0   0     0     0    0    0    0   2    1    0    0
## 154    0      0    0    0   0     2     0    0    0    1   0    0    0    2
## 155    0      1    0    0   0     0     0    0    0    0   0    0    0    0
## 156   24      0    0    0   0     0     0    1    0    0   0    0    0    0
## 157    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 158    0      0    0    0   0     0     0    0    0    0   0    0    1    1
## 159    0      0    2    0   1     0     0    0    0    0   1    0    0    0
## 160    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 161    0      0    0    0   0     0     0    0    0    0   0    1    0    0
## 162    0      0    0    0   0     0     0    6    0    0   1    0    0    1
## 163    0      0    0    0   1     0     0    1    0    0   0    0    0    0
## 164    0      0    0    0   0     0     0    0    0    0   4    0    0    0
## 165    0      0    0    0   0     0     0    0    4    0   0    0    0    0
## 166    0      0    0    0   0     0     0    1    0    0   0    1    0    1
## 167    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 168    0      0    0    0   0     0     0    0    0    0   3    0    0    0
## 169    8      0    0    0   3     0     0    1    0    0   0    0    0    0
## 170    0      1    1    0   0     0     0    0    0    0   0    0    0    1
## 171    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 172    0      0    0    0   0     0     0    0    0    0   0    0    0    0
## 173    0      0    0    0   0     0     0    4    0    0   0    0    0    0
## 174    0      0    1    0   0     0     0    0    0    0   0    0    0    0
## 175    0      1    0    0  13     1     1   38    0    0   0    0    0    0
## 176    0      2    0    5   8     0     0    0    2    4   0    0    0    0
## 177    0      0    1    0   0     0     0    4    0    3   0    0    0    0
## 178    2      0    0    1   1     0     0    0    4    0   0    0    3    0
## 179    0      1    0    0   1     0     0    1    0    0  28    0    0    0
## 180    0      0    0    0   0     4     0    1    0    0   0    0    0    0
## 181    4      0    0    0   5     0     0    0    0    0   0    0    0    0
## 182    0      0    0    0   0     0     0    0    0    0   0    0    2    0
## 183    0      0    0    0   0     0     3   29    1    0   0    0    0    0
## 184    0      0    0    0   0     0     2   14    0    0   9    0    1    0
## 185    0      0    0    0   2     2     3    3    0    0   0    0    0    0
## 186    3      0    1    0   0     0     0    0    0    0   1    0    0    0
## 187    0      0    0    0   0     0     0    0    1    4   0    2    0    0
##     show time need said there tri word day home hear feel though yes head mind
## 1      0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 2      0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 3      0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 4      0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 5      0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 6      2    1    0    0     0   0    0   0    0    0    0      0   0    0    0
## 7      1    0    1    2     1   2    2   0    0    0    0      0   0    0    0
## 8      0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 9      0    0    0    0     0   0    2   2    2    0    0      0   0    0    0
## 10     0    0    0    0     0   0    0   0    1    1    0      0   0    0    0
## 11     0    0    0    0     0   0    3   0    0    3    0      0   0    0    0
## 12     0    0    0    0     0   0    0   0    0    0    1      1   2    0    0
## 13     0    2    0    1     4   0    0   0    0    0    4      0   0    1    3
## 14     0    0    0    0     0   0    0   2    6    0    0      0   0    0    0
## 15     0    0    0    0     0   0    1   0    2    1    0      0   2    0    0
## 16     0    0    0    0     0   0    0   3    3    0    0      0   0    0    0
## 17     0    2    0    0     0   0    0   2    2    0    0      0   0    0    0
## 18     0    0    0    0     0   0    0   0    0    0    1      0   0    0    0
## 19     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 20     0    4    0    0     1   0    1   1    1    0    1      0   1    0    0
## 21     0    0    0    0     0   0    0   0    0    0    5      0   0    0    0
## 22     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 23     0    4    0    0     0   0    0   0    0    0    0      0   0    0    2
## 24     0    0    0    0     0   0    0   7    7    1    9      0   0    0    0
## 25     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 26     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 27     0    0    3    0     3   3    0   0    0    0    0      0   0    0    0
## 28     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 29     0    0    0    1     0   0    0   0    0    0    0      0   0    1    0
## 30     0    0    2    0     0   0    0   0    0    0    2      0   0    0    0
## 31     0   13    2    0     1   1    0   0    0    0    2      0   0    0    0
## 32     2    0    0    0     2   1    0   0    0    0    0      0   2    0    0
## 33     0    3    0    4     0   0    0   1    0    2    0      2   0    0    0
## 34     0    1    0    0     0   0    0   0    8    0    0      0   0    0    0
## 35     0    2    0    0     0   0    0   0    0    0    2      0   0    0    2
## 36     2    2    0    0     0   4    0   0    0    0    0      0   1    0    0
## 37     0    0    0    3     0   2    0   0    2    0    0      0   0    0    0
## 38     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 39     0    0    0    0     0   0    0   0    0    0    5      3   0    0    0
## 40     0    7    0    0     0   1    0   0    1    3    0      0   0    0    0
## 41     0    2    0    0     0   0    0   4    0    0    0      2   0    0    0
## 42     0    0    0    0     0   0    0   3    0    0    0      0   0    0    0
## 43     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 44     2    2    6    0     0   0    0  12    0    0    0      0   0    0    2
## 45     0    0    0    0     0   0    3   0    0    2    1      0   0    0    0
## 46     0    2    0    2     0   0    0   0    0    0    2      0   0    0    0
## 47     0    1    0    0     0   0    0   0    0    0    0      0   2    0    0
## 48     2    0    0    0     4   0    0   0    0    0    0      3   0    0    0
## 49     0    0    2    0     1   0    0   0    0    0    1      0   0    0    0
## 50     0    0    0    0     0  15    0   0    2    0    0      0   0    0    0
## 51     0    0    6    0     0   0    0   4    0    0    4      0   0    0    2
## 52     0    0    0    2     0   0    0   0    0    0    0      0   1    0    2
## 53     0    0    0    0     0   1    0   1    0    3    1      0   0    1    0
## 54     0    1    6    1     0   0    0   0    0    0    4      0   1    0    0
## 55     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 56     0    0    0    0     0   0    0   0    0    0    0      0   0    0    2
## 57     0    0    0    2     0   0    0   0    0    0    0      0   0    0    0
## 58     0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 59     0    0    0    0     0   0    0   0    0    0    2      0   1    0    0
## 60     0    1    0    0     0   1    0   0    0    0    0      1   0    0    0
## 61     0    3    0    0     0   4    0   1    0    0    0      0   0    0    0
## 62     0    2    0    0     0   0    0   1    0    0    0      0   6    0    0
## 63     0    0    2    2     1   0    0   0    0    0    0      1   0    0    0
## 64     0    0    0    2     0   0    0   0    0    0    0      0   0    0    0
## 65     1    1    0    3     0   0    0   0    0    0    0      0   4    0    0
## 66     1    2    0    1     0   0    0   0    0    0    0      0   0    0    0
## 67     0    5    0    0     0   0    0   2    0    0    2      2   2    0    3
## 68     0    1    0    0     0   0    0   0    0    0    0      0   0    0    0
## 69     0    1    0    0     0   1    1   0    0    0    0      1   0    0    3
## 70     1    0    0    1     0   0   25   0    0    1    1      0   0    0    0
## 71     0    0    4    0     0   0    3   0    0    0    0      0   0    0    0
## 72     0    1    0    0     0   0    0   1    0    0    1      0   0    0    6
## 73     0    2    0    1     0   1    0   2    0    0    1      0   0    0    0
## 74     0    0    0    0     0   0    1   0    0    1    0      0   0    0    0
## 75     0    0    0    0     0   0    0   0    0    0    0      3   0    0    0
## 76     0    3    0    0     0   0    0   0    3    0    2      2   0    0    0
## 77     0    2    6    0     0   0    0   2    0    0    0      0   0    0    0
## 78     0    0    0    1     0   1    0   0    0    0    0      0   0    6    1
## 79     0    0    0    0     1   1    0   0    0    0    0      0   0    0    0
## 80     0    0    0    0     1   0    1   0    0    1    0      0   0    0    0
## 81     0    2    2    0     2   0    0   2    0    0    1      0   0    2    1
## 82     0    1    0    0     1   0    0   3    0    0    0      0   0    0    0
## 83     0    0    5    0     1   0    0   1    0    0    0      0   0    0    0
## 84     0    0    2    0     0   0    0   0    0    0    0      0   0    0    0
## 85     0    0    0   11     0   0    0   0    0    0    5      2   0    1    0
## 86     0    0    1    0     0   0    0  20    0    0    2      0   0    0    0
## 87     0    0    0    0     0   0    0   0    0    2    0      0   0    0    0
## 88     0    2    5    2     0   0    1   2    1    0    1      0   0    1    2
## 89     0    1    1    3     0   0    0   1    0    0    2      0   0    0    0
## 90     0    5    0    0     0   0    1   0    0    0    2      0   0    1    4
## 91     0    1    3    0     0   0    0   4    0    1    0      0   0    0    2
## 92     0    0    0    0     0   0    0   0    0    0    0      0   0    0    1
## 93     2    0    0    0     0   0    0   0    2    0    0      0   0    0    0
## 94     0    1    4    0     0   5    0   1    0    0    1      0   2    0    0
## 95     0    0    0    0     0   0    0   0    0    0    0      0   0    2    0
## 96     0   11    0    0     0   0    1   0    0    0    0      0   1    1    0
## 97     0    1    0    0     0   0    0   0    0    0    0      0   0    0    5
## 98     0    0    0    0     0   0    0   1    5    0    0      0   0    0    0
## 99     1    1    0    0     0   0    0   1    0    0    0      0   0    0    0
## 100    0    1    0    0     0   2    0   0    0    0    0      0   0    0    1
## 101    0    0    3    0     0   0    1   0    0    0    0      0   0    0    0
## 102    0    0    0    0     0   1    0   0    1    0    0      0   0    0    0
## 103    1    2    1    0     1   0    0   1    1    0    2      0   0    1    0
## 104    1    1    0    0     0   0    0   0    0    0    0      0   0    0    0
## 105    0    0    0    0     0   0    0   0    0    0    0      2   0    1    1
## 106    0    0    1    0     0   0    0   0    0    0    0      0   0    0    0
## 107    1    0    0    0     0   0    0   2    0    1    1      0   0    5    0
## 108    1    0    0    1     2   0    0   1    0    0    0      0   0    0    0
## 109    0    4    0    0     0   0    0   0    0    0    0      4   0    0    0
## 110    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 111    0    1    0    0     0   0    0   0    0    0    0      0   3    0    0
## 112    0    0    0    0     0   0    0   0    0    0    0      0   1    0    0
## 113    1    0    0    0     0   0    0   0    0    0    1      1   0    1    0
## 114    1    0    0    0     0   0    0   0    0    0    3      0   0    0    0
## 115    0    1   51    0     1   0    0   0    0    0    0      0   0    0    0
## 116    1    0    0    0     0   0    0   0    1    1    0      0   1    0    2
## 117    0    0    0    0     0   0    0   2    0    0    0      0   0    0    0
## 118    0    0    0    0     0   2    0   0    0    0    0      0   0    0    0
## 119    0    0    0    0     0   0    0   0    6    0    0      0   1    0    0
## 120    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 121    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 122    0    0    1    0     0   0    0   0    0    0    0      0   0    0    0
## 123    0    0    2    0     0   0    0   0    0    0    1      0   2    0    0
## 124    0    0    0    0     0   0    0   1    0    0    0      1   0    1    0
## 125    0    0    0    0     0   0    0   0    0    0    1      0   0    0    6
## 126    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 127    0    1    1    0     2   0    0   0    0    0    0      0   0    0    0
## 128    0    0    0    4     0   0    0   2    0    0    0      0   0    0    0
## 129    0    0    0    2     0   0    0   0    0    3    0      0   0    0    0
## 130    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 131    0    0    0    0     0   0    0   0    0    1    1      0   0    0    0
## 132    0    0    0    0     0   0    0   0    0    0    0      0   0    0    1
## 133    0    2    0    0     0   0    0   0    0    0    0      0   3    0    0
## 134    0    0    0    0     0   0    0   0    0    0    2      0   2    0    1
## 135    0    0    0    0     0   0    0   1    0    0    0      0   0    0    0
## 136    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 137    0    0    0    0     0   0    0   1    0    0    0      0   0    0    0
## 138    0    0    0    0     0   0    0   0    0    0    0      0   2    1    0
## 139    0    2    1    0     0   0    0   0    0    0    0      0   0    0    0
## 140    0    0    0    0     0   0    0   0    0    0    0      0   0    1    2
## 141    1    1    0    0     0   0    0   0    2    1    0      0   0    0    0
## 142    1    1    0    0     0   0    0   0    0    0    2      0   3    1    0
## 143    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 144    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 145    0    1    0    0     0   0    0   0    0    0    0      0   0    0    0
## 146    0    1    0    0     2   0    1   1    0    0    0      0   0    0    0
## 147    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 148    0    0    0    1     0   0    0   0    0    0    0      0   0    0    0
## 149    1    1    0    0     0   0    0   0    1    0    0      0   0    0    0
## 150    0    1   51    0     1   0    0   0    0    0    0      0   0    0    0
## 151    0    0    0    0     0   0    0   0    0    0    1      0   0    0    0
## 152    3    0    1    0     0   0    0   0    0    0    0      0   0    0    0
## 153    0    1    0    1     0   0    1   0    1    0    0      0   0    3    0
## 154    0    0    4    0     0   0    0   0    0    0    0      0   0    0    0
## 155    0    0    0    0     0   0    0   0    0    0    0      0   0    1    0
## 156    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 157    0    0    0    0     0   0    0   0    0    0    2      0   0    0    0
## 158    0    0    0    0     0   0    0   0    0    0    0      0   0    0    1
## 159    0    0    0    0     0   0    0   0    0    0    2      0   1    0    0
## 160    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 161    0    0    0    0     0   1    0   0    0    0    0      0   0    0    0
## 162    0    0    0    0     0   0    0   0    0    0    0      0   2    0    0
## 163    0    0    0    1     0   1    0   1    0    0    0      2   0    0    0
## 164    0    0    0    0     0   0    0   0    2    0    0      0   0    0    0
## 165    0    4    0    0     0   0    0   0    0    0    0      0   0    0    0
## 166    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 167    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 168    0    0    0    0     0   0    0   0   17    0    0      0   0    0    0
## 169    0    0    0    0     0   0    0   0    0    0    1      0   4    0    0
## 170    0    0    0    0     0   0    1   0    0    0    0      0   0    0    1
## 171    0    1    0    0     0   0    0   3    0    2    0      0   0    0    0
## 172    0    0    0    0     0   0    0   1    0    0    0      0   0    0    0
## 173    0    1    0    0     0   0    7   0    0    0    0      1   0    0    0
## 174    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 175    0    2    0    0     0   0    0   0    0    0   17      0   0    0    0
## 176    0    0    0   15     0   0    0   0    2    0    0      0   0    0    0
## 177    0    4    0    0     0   1    0   1    0    0    0      0   0    0    0
## 178    0    0    0    0     0   0    0   0    0    0    3      0   0    0    0
## 179    0    0    0    0     0   0    0   0    3    0    0      0   0    0    0
## 180    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 181    0    0    0    0     6   0    0   0    0    0    0      0   0    0    0
## 182    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
## 183    0    0    0    1     0   0    0   0    0    0    0      0   3    0    1
## 184    0    3    1    0     1   0    0   1    0    0    0      0   3    0    1
## 185    0    0    0    0     0   0    0   0    0    0    5      0   0    0    0
## 186    0    0    0    0     0   0    0   0    0    0    1      2   0    0    1
## 187    0    0    0    0     0   0    0   0    0    0    0      0   0    0    0
##     eye good that right shes sing wait man youv everyth find turn
## 1     0    0    0     0    0    0    0   0    0       0    0    0
## 2     0    0    0     0    0    0    0   0    0       0    0    0
## 3     0    0    0     0    0    0    0   0    0       0    0    0
## 4     0    0    0     0    0    0    0   0    0       0    0    0
## 5     0    0    0     0    0    0    0   0    0       0    0    0
## 6     0    0    0     0    0    0    0   0    0       0    0    0
## 7     0    0    0     0    0    0    0   0    0       0    0    0
## 8     0    0    0     0    0    0    0   0    0       0    0    0
## 9     0    0    0     0    0    0    0   0    0       0    0    0
## 10    0    0    0     0    0    0    0   0    0       0    0    0
## 11    0    0    0     0    0    0    0   0    0       0    0    0
## 12    0    0    0     0    0    0    0   0    0       0    0    0
## 13    0    0    0     0    0    0    0   0    0       0    0    0
## 14    1    2    0     0    0    0    0   0    0       0    0    0
## 15    0    0    2     0    0    0    0   0    0       0    0    0
## 16    2    0    0     0    0    0    0   0    0       0    0    0
## 17    0    0    0     3    5    0    0   0    0       0    0    0
## 18    0    0    0     0    0    0    0   0    0       0    0    0
## 19    0    0    0     0    0    2    0   0    0       0    0    0
## 20    1    0    0     0    1    0   26   0    0       0    0    0
## 21    0    0    0     5    0    0    0   0    0       0    0    0
## 22    0    0    0     0    0    0    0  21    0       0    0    0
## 23    0    0    0     0    0    0    0   0    2       0    0    0
## 24    0    0    0     2    0    0    0   0    0       3    3    0
## 25    0    0    0     0    0    0    0   0    1       1    0    0
## 26    0    0    0     0    0    0    0   0    0       0    0    0
## 27    0    0    0     0    0    0    0   0    0       2    0    0
## 28    0    0    1     0    0    0    0   0    0       1    0    0
## 29    1    0    0     0    0    0    0   0    0       1    0    0
## 30    0    0    0     0    0    0    0   0    0       0    0    0
## 31    1    0    0     1    0    0    0   0    5       0    0    0
## 32    0    0    1     0    0    0    0   2    0       0    0    0
## 33    0    0    2     0    0    0    0   0    0       0    1    0
## 34    0    0    0     0    0    0    1   0    0       0    0    0
## 35    0    0    0     0    0    0    0   0    0       0    0    0
## 36    0    0    0     0    0    0    0   0    0       0    2    0
## 37    0    0    2     0    0    0    0   2    2       0    0    0
## 38    0    0    0     0    0    0    0   0    0       0    0    0
## 39    0    0    0     0    2    0    0   0    0       0    0    0
## 40    0    0    3     0    0    0    0   2    0       0    0    0
## 41    0    0    0     0    0    0    0   0    0       0    2    0
## 42    0    0    0     0    0    0    0   0    0       0    0    0
## 43    0    0    0     0    0    0    0   0    0       0    0    0
## 44    0    0    0     0    0    0    0   0    0       0    0    0
## 45    0    0    0     0    0    0    0   0    0       0    0    0
## 46    0    0    0     1    0    0    0   0    1       1    0    0
## 47    0    0    0     0    0    0    0   0    0       0    0    0
## 48    0    0    0     0    4    0    2   0    0       0    2    2
## 49    0    0    2     0    0    0    2   0    2       0    0    0
## 50    0    0    0     0    0    0    0   0    0       0    0    0
## 51    0    0    0     0    0    0    0   0    0       0    4    0
## 52    2    0    0     0    0    0    0   0    0       0    2    0
## 53    0    0    0     0    1    0    0   0    4       0    1    1
## 54    1    0    2     0    0    0    0   0    0       0    0    0
## 55    0    0    0     0    0    0    0   0    0       0    0    0
## 56    0    0    0     2    2    0    0   0    0       0    1    0
## 57    0    0    2     4   14    0    0   0    0       0    0    0
## 58    0    0    0     0    0    0    0   0    0       0    0    0
## 59    0    0    0     2    0    0    0   0    0       0    0    0
## 60    0    0    0     1    0    0    0   0    2       0    0    0
## 61    4    0    0     0    0    0    0   0    0       0    0    0
## 62    0    0    0     0    2    0    0   0    0       0    0    0
## 63    0    0    0     0    0    0    0   1    0       0    0    0
## 64    0    0    0     0    0    0    0   1    0       0    0    0
## 65    0    1    1     1    0    0    0   0    0       0    0    0
## 66    0    2    0     0    0    0    0   0    0       0    0    0
## 67    0    0    0     0    0    0    0   0    2       0    1    1
## 68    0    0    0     0    0    0    0   8    0       0    0    0
## 69    1    2    0     0    0    0    0   0    1       0    0    0
## 70    0    2    0     1    0    0    0   0    0       0    0    0
## 71    0    0    1     0    0    0    0   0    0       0    1    0
## 72    0    0    0     0    0    0    1   0    0       0    0    1
## 73    0    1    0     0    4    0    0   1    0       0    0    1
## 74    0    0    0     2    0    0    0   0    0       0    0    0
## 75    0    0    0     0    0    0    0   0    0       0    0    0
## 76    0    4    0     0    0    0    8   0    0       0    0    2
## 77    0    0    0     0    0    0    0   0    0       0    0    0
## 78    0    0    4     0    0    0    0   6    0       1    0    0
## 79    1    0    0     0    0    0    0   0    0       0    0    0
## 80    0    0    0     0    0    0    1   0    0       0    0    0
## 81    2    0    0     0    0    0    1   0    0       0    1    0
## 82    0    0    0     0    0    2    0   1    1       0    0    1
## 83    2    1    0     0    2    0    0   0    0       0    0    0
## 84    0    0    0     0    0    0    0   1    0       0    0    0
## 85    0    0    0     4    1    0    0   0    0       4    0    0
## 86    0   21    0     0    2    0    0   0    0       0    0    0
## 87    0    0    0     0    0    1    0   0    3       1    0    0
## 88    3    0    0     0    0    0    0   0    0       0    1    0
## 89    0    0    0     0    0    0    0   3    0       2    0    0
## 90    0    0    0     0    0    0    2   0    0       0    0    0
## 91    0    0    0     0    0    0    0   0    0       0    2    0
## 92    0    0    0     0    0    0    0   0    0       0    0    1
## 93    0    0    0     0    0    2    0   0    1       0    0    0
## 94    0    0    0     0    0    2    0   0    0       0    0    1
## 95    3    0    0     0    1    0    1   0    0       0    0    0
## 96    0    0    0     0    0    0    0   2    3       0    0    1
## 97    0    0    0     4    0    0    0   0    0       0    0    0
## 98    0    0    1     0    3    0    1   1    0       1    0    1
## 99    0    0    0     0    0    1    0   0    0       0    0    0
## 100   0    0    1     0    0    0    1   0    1       0    2    0
## 101   0    0    0     0    0    0    0   0    0       0    0    0
## 102   0    0    0     0    0    0    0   1    0       0    0    0
## 103   0   41    0     0    0    0    0   0    0       1    0    0
## 104   0    0    0     0    0    0    0   0    0       0    0    0
## 105   0    0    0     0    0    0    0   1    0       0    0    3
## 106   0    0    2     1    0    0    2   0    0       1    0    0
## 107   4    0    0     0    0    0    0   2    0       0    0    0
## 108   0    0    0     0    0    0    0   0    0       0    0    0
## 109   0    0    0     0    0    3    0   0    0       0    0    0
## 110   1    0    0     0    0    1    2   2    0       0    0    0
## 111   0    0    0     0    0    0    0   0    0       0    0    0
## 112   1    0    0     1    0    0    0   0    0       0    0    0
## 113   4    0    0     0    1    0    1   0    0       0    0    0
## 114   1    0    0     0    0    0    0  15    1       0    0    0
## 115   0    0    0     0    0    1    0   0    0       0    0    0
## 116   0    1    0     0    0    2    0   1    0       0    0    0
## 117   2    0    0     0    0    1    0   0    0       1    0    0
## 118   0    0    0     0    0    0    0   3    0       1    0    0
## 119   0    0    0     0    1    3    1   0    0       0    0    0
## 120   0    0    0     0    0    0    0   0    0       0    0    0
## 121   1    0    0     1    0    3    0   0    0       0    0    0
## 122   0    0    2     0    0    0    0   0    0       0    0    1
## 123   1    0    0     0    2    0    0   1    0       0    0    0
## 124   0    3    0     0    0    0    0   0    2       0    2    0
## 125   0    0    0     0    0    0    0   0    0       4    0    0
## 126   1    0    0     0    0    3    5   0    0       0    0    0
## 127   1    1    0     0    0    0    0   0    0       0    1    0
## 128   1    1    0     0    0    0    0   1    0       0    2    0
## 129   0    0    1     0    0    0    3   0    0       0    0    0
## 130   0    0    0     0    0    0    0   0    0       0    0    0
## 131   0    0    0     0    0    1    1   0    0       0    1    0
## 132   1    0    0     0    0    6    0   0    0       0    0    0
## 133   0    2    0     0    0    0    0   0    0       0    0    0
## 134   1    0    0     0    0    0    0   0    0       0    0    0
## 135   0    0    0     0    0    2    0   0    0       0    1    0
## 136   0    0    0     0    0    0    0   0    0       0    0    0
## 137   0    0    0     0    1    0    3   0    0       2    0    1
## 138   0    0    0     0    1    0    0   0    0       0    0    2
## 139   0    0    0     0    0    0    0   0    0       0    0    0
## 140   0    0    0     0    0    0    1   0    0       0    0    0
## 141   0    0    0     0    1    0    0   0    0       0    0    0
## 142   0    2    0     0    0    0    0   0    0       0    0    1
## 143   0    0    0     0    7    0    0   0    0       0    0    0
## 144   0    0    0     0    7    0    0   0    0       0    0    0
## 145   2   10    0     0    0    0    0   0    0       0    0    2
## 146   0    0    0     1    0    0    0   0    0       0    0    0
## 147   0    0    0     0    0    0    0   0    0       0    0    0
## 148   0    0    3     1    0    0    0   4    1       0    0    0
## 149   3    0    4     0    0    0    0   0    0       0    0    0
## 150   0    0    0     0    0    1    0   0    0       0    0    0
## 151   0    1    0     4    0    0    0   0    0       0    0    0
## 152   0    0    0     0    0    0    0   0    0       0    0    0
## 153   0    0    0     0    1    0    1   0    0       0    0    1
## 154   0    0    0     0    0    0    0   0    0       0    0    0
## 155   0    0    0     0    0    1    0   0    0       0    0    0
## 156   0    0    0     0    4    0    0   0    0       0    0    0
## 157   0    0    0     6    0    0    0   0    0       0    0    0
## 158   0    0    0     0    0    0    0   0    0       0    0    1
## 159   0    8    0     0    0    0    0   0    0       0    0    1
## 160   0    0    0     0    0    0    0   0    0       0    0    0
## 161   0    0    0     0    1    0    0   4    0       0    0    0
## 162   0    0    0     0    4    0    0   1    0       0    0    0
## 163   0    0    0     0    0    0    0   0    0       0    0    0
## 164   1    0    0     0    0    3    0   0    0       0    0    0
## 165   0    0    0     0    0    0    0   0    0       0    0    0
## 166   0    0    0     1    0    0    0   0    0       0    0    0
## 167   0    0    0     0    0    0    0   0    0       0    0    0
## 168   0    0    0     0    0    0    0   0    0       0    0    0
## 169   0    0    0     0    0    0    0   0    0       7    0    0
## 170   1    0    0     0    0    0    0   0    0       0    0    0
## 171   0    0    0     0    0    0    0   0    0       0    0    0
## 172   0    0    0     0    0    0    0   0    0       0    0    0
## 173   0    0    0     1    0    0    0   0    0       0    1    0
## 174   0    1    0     0    0    0    0   0    0       0    0    0
## 175   0    4    1     1    0    0    0   0    0       0    0    0
## 176   0    0    0     2    1    0    0   0    2       0    2    0
## 177   0    0    0     0    0    0    3   0    0       0    0    0
## 178   0    0    1     0    0    0    0   0    0       0    0    0
## 179   0    0    0     0    1    0    0   2    0       0    0    0
## 180   0    0    0     0    0    0    0   0    0       0    0    0
## 181   0    0    1     0    0    0    0   0    0       1    0    0
## 182   0    3    1     0    0    0    0   0    2       0    0    0
## 183   0    0    0     0    1    0    0   0    0       0    0    0
## 184   0    0    0     0    0    0    0   0    0       0    0    0
## 185   0    0    0     0    0    0    0   1    2       0    0    0
## 186   0    1    0     0    0    0    0   0    0       0    0    0
## 187   0    0    0     0    0    0    0   2    1       0    0    0
freq.dtm <- sort(colSums(dfbeatles),decreasing=TRUE)
head(freq.dtm) 
## love know dont yeah come need 
##  589  301  249  226  189  181
#install.packages("ggplot2") 
library(ggplot2) 
## 
## Attaching package: 'ggplot2'
## The following object is masked from 'package:NLP':
## 
##     annotate
freq.data <- data.frame(word=names(freq.dtm),freq=freq.dtm)
head(freq.data)
##      word freq
## love love  589
## know know  301
## dont dont  249
## yeah yeah  226
## come come  189
## need need  181
freq.plot <- ggplot(freq.data, aes(reorder(word, freq), freq)) + geom_col() + xlab(NULL) + coord_flip() + ylab("Frequency") + theme(text = element_text(size = 15), axis.text.y = element_text(size=15, angle = 45)) 
freq.plot

#install.packages("qgraph")
#install.packages("plotly")
#install.packages("dplyr")
library(qgraph)
library(plotly)
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## The following object is masked from 'package:stats':
## 
##     filter
## The following object is masked from 'package:graphics':
## 
##     layout
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
cor.terms <- cor_auto(dfbeatles)
## Variables detected as ordinal: heart; ooh; way; alway; thing; world; leav; want; around; away; take; blue; show; said; there; tri; word; hear; though; yes; head; mind; eye; that; right; sing; wait; youv; everyth; find; turn
# Variables detected as ordinal: heart; ooh; way; alway; thing; world; leav; want; around; away; take; blue; show; said; there; tri; word; hear; though; yes; head; mind; eye; that; right; sing; wait; youv; everyth; find; turn

a <- list(showticklabels=TRUE,tickangle= -45)
plot.cor <- plot_ly(x = colnames(cor.terms),y = colnames(cor.terms), z = cor.terms, type = "heatmap") %>% layout (xaxis=a, showlegend = FALSE, margin = list (l=100, b=100, r=100, u=100))
plot.cor
htmlwidgets::saveWidget(as_widget(plot.cor),file="beatles.cor.html")